Human oversight needs a working pause between an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → proposing an action and software carrying it out. OpenRouter shows how to build that pause with approval gates, then preserve pending decisions across restarts using persistent storage. Its engineering tutorial adds records of who reviewed each action and a timeout process that escalates unanswered requests or rejects them. The SDK documentation explains how approved calls resume execution. These mechanisms give an operator a specific action to inspect and a recorded decision to revisit.
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
human-in-the-loop — Requiring a person's approval at specific points in an automated process, chosen so the irreversible steps are the ones a human sees.
